Shortcuts

AsyncCheckpointIO

class pytorch_lightning.plugins.io.AsyncCheckpointIO(checkpoint_io=None)[source]

Bases: pytorch_lightning.plugins.io.wrapper._WrappingCheckpointIO

AsyncCheckpointIO enables saving the checkpoints asynchronously in a thread.

Warning

This is currently an experimental plugin/feature and API changes are to be expected.

Parameters

checkpoint_io (Optional[CheckpointIO]) – A checkpoint IO plugin that is used as the basis for async checkpointing.

save_checkpoint(*args, **kwargs)[source]

Uses the ThreadPoolExecutor to save the checkpoints using the base checkpoint_io.

Return type

None

teardown()[source]

This method is called to close the threads.

Return type

None

Read the Docs v: stable
Versions
latest
stable
1.8.3post1
1.8.3.post0
1.8.3
1.8.2
1.8.1
1.8.0.post1
1.8.0
1.7.7
1.7.6
1.7.5
1.7.4
1.7.3
1.7.2
1.7.1
1.7.0
1.6.5
1.6.4
1.6.3
1.6.2
1.6.1
1.6.0
1.5.10
1.5.9
1.5.8
1.5.7
1.5.6
1.5.5
1.5.4
1.5.3
1.5.2
1.5.1
1.5.0
1.4.9
1.4.8
1.4.7
1.4.6
1.4.5
1.4.4
1.4.3
1.4.2
1.4.1
1.4.0
1.3.8
1.3.7
1.3.6
1.3.5
1.3.4
1.3.3
1.3.2
1.3.1
1.3.0
1.2.10
1.2.8
1.2.7
1.2.6
1.2.5
1.2.4
1.2.3
1.2.2
1.2.1
1.2.0
1.1.8
1.1.7
1.1.6
1.1.5
1.1.4
1.1.3
1.1.2
1.1.1
1.1.0
1.0.8
1.0.7
1.0.6
1.0.5
1.0.4
1.0.3
1.0.2
1.0.1
1.0.0
0.10.0
0.9.0
0.8.5
0.8.4
0.8.3
0.8.2
0.8.1
0.8.0
0.7.6
0.7.5
0.7.4
0.7.3
0.7.2
0.7.1
0.7.0
0.6.0
0.5.3
0.4.9
Downloads
html
On Read the Docs
Project Home
Builds

Free document hosting provided by Read the Docs.